Andrew O. Arnold - researchr alias

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Viewing Publication 1 - 15 from 15

2022

Learning Dialogue Representations from Consecutive UtterancesZhihan Zhou 0001, Dejiao Zhang, Wei Xiao 0001, Nicholas Dingwall, Xiaofei Ma, Andrew O. Arnold, Bing Xiang. naacl 2022: 754-768 [doi]

Lifelong Pretraining: Continually Adapting Language Models to Emerging CorporaXisen Jin, Dejiao Zhang, Henghui Zhu, Wei Xiao 0001, Shang-wen Li 0001, Xiaokai Wei, Andrew O. Arnold, Xiang Ren 0001. naacl 2022: 4764-4780 [doi]

DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and QuantizationZheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew O. Arnold, Bing Xiang, Dan Roth. acl 2022: 203-211 [doi]

Entailment Tree Explanations via Iterative Retrieval-Generation ReasonerDanilo Neves Ribeiro, Shen Wang 0005, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth. naacl 2022: 465-475 [doi]

Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised RegularizationMufan Sang, HaoQi Li, Fang Liu, Andrew O. Arnold, Li Wan. icassp 2022: 6127-6131 [doi]

Uncertainty-Based Active Learning for Reading ComprehensionJing Wang, Jie Shen, Xiaofei Ma, Andrew O. Arnold. tmlr, 2022, 2022. [doi]

Virtual Augmentation Supported Contrastive Learning of Sentence RepresentationsDejiao Zhang, Wei Xiao, Henghui Zhu, Xiaofei Ma, Andrew O. Arnold. acl 2022: 864-876 [doi]

2021

Knowledge Graph Representation via Hierarchical Hyperbolic Neural Graph EmbeddingShen Wang 0005, Xiaokai Wei, Cícero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Philip S. Yu. bigdataconf 2021: 540-549 [doi]

Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip PredictionYiFan Gao, Henghui Zhu, Patrick Ng, Cícero Nogueira dos Santos, Zhiguo Wang, Feng Nan, Dejiao Zhang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang. acl 2021: 3263-3276 [doi]

Contrastive Fine-tuning Improves Robustness for Neural RankersXiaofei Ma, Cícero Nogueira dos Santos, Andrew O. Arnold. acl 2021: 570-582 [doi]

Improving Factual Consistency of Abstractive Summarization via Question AnsweringFeng Nan, Cícero Nogueira dos Santos, Henghui Zhu, Patrick Ng, Kathleen R. McKeown, Ramesh Nallapati, Dejiao Zhang, Zhiguo Wang, Andrew O. Arnold, Bing Xiang. acl 2021: 6881-6894 [doi]

Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph CompletionShen Wang, Xiaokai Wei, Cicero Nogueira dos Santos, Zhiguo Wang, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang, Philip S. Yu, Isabel F. Cruz. WWW 2021: 1761-1771 [doi]

Pairwise Supervised Contrastive Learning of Sentence RepresentationsDejiao Zhang, Shang-wen Li 0001, Wei Xiao, Henghui Zhu, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang. emnlp 2021: 5786-5798 [doi]

Supporting Clustering with Contrastive LearningDejiao Zhang, Feng Nan, Xiaokai Wei, Shang-wen Li 0001, Henghui Zhu, Kathleen R. McKeown, Ramesh Nallapati, Andrew O. Arnold, Bing Xiang. naacl 2021: 5419-5430 [doi]

2020

Faithful Embeddings for Knowledge Base QueriesHaitian Sun, Andrew O. Arnold, Tania Bedrax-Weiss, Fernando Pereira 0003, William W. Cohen. nips 2020: [doi]

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